{"id":8823,"date":"2023-01-31T16:30:41","date_gmt":"2023-01-31T16:30:41","guid":{"rendered":"https:\/\/dataaspirant.com\/?p=8823"},"modified":"2023-11-18T11:05:10","modified_gmt":"2023-11-18T05:35:10","slug":"image-classification-with-convolutional-neural-network","status":"publish","type":"post","link":"https:\/\/dataaspirant.com\/image-classification-with-convolutional-neural-network\/","title":{"rendered":"Identifying the Dance Form, Image Classification With Convolutional Neural Network"},"content":{"rendered":"
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\"Identifying

Today we are going to learn something crazy, by using deep learning techniques<\/a>. We are going to build an Image classification model with a convolutional neural network or CNN.<\/p>\n

Which can classify the given dance<\/strong> form image to the specific dance category.<\/p>\n

The popularity of deep learning techniques usage increased predominantly over the years due to the significant cost reduction in storing and computing resources.<\/p>\n

We can solve major chunks of problems, where machine learning models<\/strong><\/a> are not giving promising performance results. <\/p>\n

The other reasons for deep learning usage is due to its flexibility and robustness<\/strong> in learning patterns in the data, which is hard for humans to learn or identify. <\/p>\n

With growing training data, deep learning models<\/strong><\/a> learn more patterns, similarly like how the human brain learns with the amount of examples seen over the time. <\/p>\n

Today let\u2019s see one such example of how the deep learning models learn the dance form patterns to identify the dance form given the input image.<\/p>\n

In a more technical term of saying Image classification with convolutional neural network<\/strong>. <\/p>\n

Are you excited ?<\/p><\/blockquote>\n

We are too \"\ud83d\ude42\"

Before jumping straight into the use case , let\u2019s have an eagle view on the table of contents.<\/p>\n

What is Image Classification<\/h2>\n

\"Image

Today’s crazy use case will fall under the image classification category<\/strong><\/a>. If you are not sure about classification don\u2019t worry we all were there at the beginning. So we would suggest you look at the below articles. <\/p>\n

Which helps you in solid foundation for understanding the classification concepts. <\/p>\n